Online health information seeking behaviors among U.S. adults: an age-period-cohort analysis

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ABSTRACT Health Information Technology (HIT) use among U.S. adults has been a widely researched topic in recent years. Previous studies generally focused on HIT use of a specific adult subsample, e.g., older adults or sexual minorities, while few had encompassed the comprehensive adult population in the U.S. and explored both the individual and societal trends in HIT usage. Capitalizing on five waves of the National Health Interview Survey (NHIS) (2015, 2016, 2017, 2018, and 2022) and applying an age-cohort-period (APC) design, we successfully disentangled the three collinear factors (i.e., age, period and cohort) and explored their respective effects on HIT use. Similar to previous studies, age negatively predicts one’s HIT usage. We also observed inter-cohort differences in HIT usage, with the baby boomer cohort displaying the highest acceptance of HIT. While the period effects were not statistically significant, it is clear that societal acceptance of HIT has been rising in recent years. Additionally, we explored three heterogeneous factors in the APC effects: gender, race, and education. Gender and race displayed both age – and cohort-related heterogeneity, while education only exhibited age-related heterogeneity.

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  • Research Article
  • Cite Count Icon 1
  • 10.1055/s-0042-1751305
Health Information Technology Use among Chronic Disease Patients: An Analysis of the United States Health Information National Trends Survey.
  • May 1, 2022
  • Applied clinical informatics
  • Elizabeth Lindemann + 5 more

Chronic disease is the leading cause of mortality in the United States. Health information technology (HIT) tools show promise for improving disease management. This study aims to understand the following: (1) how self-perceptions of health compare between those with and without disease; (2) how HIT usage varies between chronic disease profiles (diabetes, hypertension, cardiovascular disease, pulmonary disease, depression, cancer, and comorbidities); (3) how HIT trends have changed in the past 6 years; and (4) the likelihood that a given chronic disease patient uses specific HIT tools. The Health Information National Trends Survey (HINTS) inclusive of 2014 to 2020 served as the primary data source with statistical analysis completed using Stata. Bivariate analyses and two-tailed t-tests were conducted to compare self-perceived health and HIT usage to chronic disease. Logistic regression models were created to examine the odds of a specific patient using various forms of HIT, controlling for demographics and comorbidities. Logistic regression models controlling for sociodemographic factors and comorbidities showed that pulmonary disease, depression, and cancer patients had an increased likelihood of using HIT tools, for example, depression patients had an 81.1% increased likelihood of looking up health information (p < 0.0001). In contrast, diabetic, high blood pressure, and cardiovascular disease patients appeared to use HIT tools at similar rates to patients without chronic disease. Overall HIT usage has increased during the timeframe examined. This study demonstrates that certain chronic disease cohorts appear to have greater HIT usage than others. Further analysis should be done to understand what factors influence patients to utilize HIT which may provide additional insights into improving design and user experience for other populations with the goal of improving management of disease. Such analyses could also establish a new baseline to account for differences in HIT usage as a direct consequence of the novel coronavirus disease 2019 (COVID-19) pandemic.

  • Research Article
  • Cite Count Icon 1
  • 10.1891/lgbtq-2020-0027
Sexual Orientation Effects in Health Information Technology Usage: Increasing Equity in Access While Physical Distancing
  • Dec 1, 2020
  • Annals of LGBTQ Public and Population Health
  • Leia A Harper + 1 more

In the face of surging cases of the coronavirus SARS-CoV-2 (COVID-19), healthcare professionals are searching for ways to provide care to the general public that obviates the need for in-person contact. Pervasive heterosexism and social stigma have long presented structural barriers to care for sexual (i.e., lesbian, gay, bisexual) and gender (i.e., trans-identified, nonbinary, gender fluid) minority health service users. Health information technology (HIT) creates an opportunity for enhanced healthcare and communications that can simultaneously reduce harmful barriers to care, while also maintaining physical distancing to reduce COVID-19 exposure. While research has demonstrated the value of HIT usage for purchasing medications, communicating with healthcare providers, seeking health information, and managing personal health records, there remains a dearth of published empirical research concerning the participation in online health-related activities among sexual minorities, particularly emerging adults. In order to address this gap, we examined HIT usage as a function of sexual orientation through the secondary analysis of data collected in the National Health Interview Survey (2016–2018). Using multivariate analysis, we assessed the likelihood of using technology as a resource for health-related care and communication in sexual and gender minority (SGM) and heterosexual participants. After adjusting for demographic and health variables, SGM male and female participants had increased odds of HIT use when compared to their heterosexual counterparts. Results indicate that health information technologies might be an innovative means of increasing access to care for stigmatized populations, while also ameliorating the choice between risking COVID-19 exposure during a clinical visit or postponing needed care.

  • Research Article
  • Cite Count Icon 24
  • 10.1080/10810730.2017.1341566
Patterns of Health Information Technology Use according to Sexual Orientation among US Adults Aged 50 and Older: Findings from a National Representative Sample—National Health Interview Survey 2013–2014
  • Jul 27, 2017
  • Journal of Health Communication
  • Ji Hyun Lee + 2 more

Health disparities among sexual minority adults ages 50 and older have been documented. Factors such as lifetime discrimination and internalized stigma may deter sexual minority individuals from seeking health services. Several studies suggest that health information technology may facilitate health education and outreach to populations whose health behaviors are affected by stigma such as older sexual minority people. This study examined the role of sexual minority identity as a factor that is associated with health information technology use. Data from the 2013–2014 National Health Interview Survey (NHIS) were analyzed. Multivariate logistic regressions were used to compare the odds of using technology as a resource for health information between sexual minority versus heterosexual US adults aged 50 and older. Adjusting for sociodemographic variables and health variables, sexual minority participants had increased odds of using computers to look up health information on the Internet (OR = 2.01, 95% CI 1.53–2.64), using computers to fill a prescription (OR = 1.97, 95% CI 1.36–2.85), and using computers to communicate with health-care provider by e-mail (OR = 2.13, 95% CI 1.55–2.92), compared with heterosexuals. Findings reveal greater use of health information technology among older sexual minority adults when compared to their heterosexual counterparts. While sensitive, competent providers and culturally appropriate prevention services are essential to meeting the needs of aging sexual minority populations, health information technology use may be an innovative means of reducing disparities in information access as structural changes are implemented.

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  • Research Article
  • Cite Count Icon 157
  • 10.2196/jmir.1753
Relationship between health service use and health information technology use among older adults: analysis of the US National Health Interview Survey.
  • Apr 20, 2011
  • Journal of Medical Internet Research
  • Namkee Choi

BackgroundOlder adults are the most frequent and heaviest users of health services in the United States; however, previous research on older adults’ use of health information technology (HIT) has not examined the possible association of HIT use among older adults with their use of health services.ObjectiveThis study examined the relationship between US older adults’ use of health services and their use of the Internet for health-related activities, controlling for socioeconomic characteristics and aging-related limitations in sensory and cognitive function. It also examined gender differences in the pattern of association between the types of health services used and HIT use.MethodsThe data for this study were drawn from the 2009 US National Health Interview Survey (NHIS), which was the first nationally representative household survey to collect data on HIT (Internet) use. First, the rates of lifetime and 12-month HIT use among sample adults (n = 27,731) by age group (18-29 to 85 and over) were analyzed. Second, bivariate analysis of sociodemographic characteristics, health status, and health service use by HIT use status among those aged 65 or older (n = 5294) was conducted. Finally, multivariate binary logistic regression analysis was used to test the study hypotheses with 12-month HIT use as the dependent variable and 12-month health service uses among the age group 65 or older as possible correlates.ResultsThe rates of HIT use were significantly lower among the age groups 65 or older compared with the younger age groups, although the age group 55 to 64 was not different from those younger. The rates of HIT use decreased from 32.2% in the age group 65 to 74 to 14.5% in the age group 75 to 84 and 4.9% in the 85 and older age group. For both genders, having seen or talked to a general practitioner increased the odds of HIT use. However, having seen or talked to a medical specialist, eye doctor, or physical therapist/occupational therapist (PT/OT) were significantly associated with HIT use only for older women, while having seen or talked to a mental health professional only marginally increased the odds of HIT use only for older men. Having visited or talked to a chiropractor and having had overnight hospitalization, surgery, and/or homecare services were not associated with the odds of HIT use for either gender.ConclusionsOlder-adult users of general health services were more likely to use HIT than nonusers of general health services, while older-adult users of specialized health services were not different from nonusers of specialized health services in their odds of HIT use. The findings have implications for narrowing the age-related and socioeconomic status-related gaps in HIT use. The access gaps among racial/ethnic minority older adults and poorly educated and/or low-income older adults are especially striking and call for concerted efforts to facilitate Internet access and HIT use among these disadvantaged older adults.

  • Research Article
  • Cite Count Icon 53
  • 10.1016/j.ijmedinf.2015.07.004
Classification of antecedents towards safety use of health information technology: A systematic review
  • Jul 26, 2015
  • International journal of medical informatics
  • Lizawati Salahuddin + 1 more

Classification of antecedents towards safety use of health information technology: A systematic review

  • Research Article
  • Cite Count Icon 63
  • 10.1080/03007995.2020.1734782
Health information technology use among older adults in the United States, 2009–2018
  • Mar 11, 2020
  • Current Medical Research and Opinion
  • Li-Yu Hung + 2 more

Objectives: The purpose of this study was to assess (1) the trends of and (2) the factors associated with health information technology (HIT) use among older adults in the U.S.Methods: A decade (2009–2018) of data from the U.S. National Health Interview Survey (NHIS) was used. The trends of HIT use among older adults (aged 65 over) were reported and compared to younger adults (aged 18–64) using weighted percentages adjusted by NHIS complex sampling design. HIT use, which was assessed with five questions asking whether respondents used the internet to (1) look up health information, (2) use chat groups to learn about health topics, (3) fill a prescription, (4) schedule medical appointments, and (5) communicate with health care providers by email. Andersen’s Behavioral Model of Health Services Use was used to select and categorize the covariates. Multivariable logistic regression models were conducted to identify the predictors of HIT use.Results: The prevalence of HIT use significantly increased from 9.3 million (24.8% of the 37.3 million older adults) in 2009 to 22.3 million (43.9% of the 50.9 million older adults) in 2018 (p < .01). Among U.S. older adults, young-older, white females, higher education, higher income, insurance coverage, and good health status were more likely to report HIT use.Conclusions: This study found an increasing trend of HIT use among older adults in the U.S. from 2009 to 2018. Healthcare providers should be conscious of older adults’ increased HIT use patterns and guide them to proper health management.

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  • Cite Count Icon 6
  • 10.1016/j.amjoto.2021.103308
Sociodemographic disparities in the use of health information technology by a national sample of head and neck cancer patients
  • Dec 3, 2021
  • American Journal of Otolaryngology
  • Tarun K Jella + 4 more

Sociodemographic disparities in the use of health information technology by a national sample of head and neck cancer patients

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  • 10.2337/db19-228-lb
228-LB: Obesity Status and Health Information Technology Use in U.S. Adults with Type 2 Diabetes
  • Jun 1, 2019
  • Diabetes
  • Seamus Wang + 1 more

One of the many goals of the Affordable Care Act is to improve healthcare quality through the use of technology. However, little is known about health information technology (HIT) use among adults with diabetes. We analyzed data from the National Health Interview Survey (2016-2017) to determine the prevalence of HIT use, and to examine whether HIT use differs by obesity status. All analyses were weighted to account for the complex survey design. We identified 4,857 individuals 18 years or older who had type 2 diabetes by self-report. 45.7% were 65 years or older, 43.3% were female, 14.5% were non-Hispanic black, 15.5% were Hispanic, 18.2% had less than high school education, and 5.0% had no health insurance; mean (SE) body mass index (BMI) was 34.1 (0.25) kg/m2. 28.9% normal weight, 36.7% overweight, and 45.8% obese adults with type 2 diabetes reported looking up health information online. Similarly, electronic health service use (defined as filling a prescription online, scheduling appointment with healthcare provider online, or communicating with healthcare provider by email) were more prevalent in patients with overweight (20.5%) or obesity (25.7%), than those with normal weight (17.7%). After adjustments for age, sex, race/ethnicity, education level, and insurance, compared with adults who had normal weight, the odds ratios (OR) of looking up health information online among overweight and obese adults were 1.32 (95% CI, 1.01-1.74) and 1.65 (95% CI, 1.27-2.15), respectively. The adjusted ORs of using electronic health services were 1.12 (95% CI, 0.81 to 1.55) and 1.46 (95% CI, 1.07-1.99) in overweight and obese adults, respectively. This data showed that HIT is under-utilized among people with diabetes. Still, higher proportion of HIT use in patients with higher BMI suggested HIT may serve as an alternative to more traditional methods of obtaining health information or communicating with health care providers, which in turn may help those with obesity to better manage their weight and comorbidity. Disclosure S. Wang: None. H. Yeh: None.

  • Research Article
  • Cite Count Icon 25
  • 10.1111/1475-6773.12466
An Ethnographic Study of Health Information Technology Use in Three Intensive Care Units.
  • Jan 25, 2017
  • Health Services Research
  • Myles Leslie + 5 more

To identify the impact of a full suite of health information technology (HIT) on the relationships that support safety and quality among intensive care unit (ICU) clinicians. A year-long comparative ethnographic study of three academic ICUs was carried out. A total of 446hours of observational data was collected in the form of field notes. A subset of these observations-134hours-was devoted to job-shadowing individual clinicians and conducting a time study of their HIT usage. Significant variation in HIT implementation rates and usage was noted. Average HIT use on the two "high-use" ICUs was 49 percent. On the "low-use" ICU, it was 10 percent. Clinicians on the high-use ICUs experienced "silo" effects with potential safety and quality implications. HIT work was associated with spatial, data, and social silos that separated ICU clinicians from one another and their patients. Situational awareness, communication, and patient satisfaction were negatively affected by this siloing. HIT has the potential to accentuate social and professional divisions as clinical communications shift from being in-person to electronically mediated. Socio-technically informed usability testing is recommended for those hospitals that have yet to implement HIT. For those hospitals already implementing HIT, we suggest rapid, locally driven qualitative assessments focused on developing solutions to identified gaps between HIT usage patterns and organizational quality goals.

  • Research Article
  • Cite Count Icon 6
  • 10.1007/s11606-008-0551-y
Moving Health Information Technology Forward
  • Mar 29, 2008
  • Journal of General Internal Medicine
  • Thomas D Sequist + 4 more

Moving Health Information Technology Forward

  • Research Article
  • Cite Count Icon 3
  • 10.1177/20552076231163797
Association of multimorbidity with the use of health information technology
  • Jan 1, 2023
  • Digital Health
  • Sydney E Manning + 7 more

ObjectiveTo examine the association of multimorbidity with health information technology use among adults in the USA.MethodsWe used cross-sectional study design and data from the Health Information National Trends Survey 5 Cycle 4. Health information technology use was measured with ten variables comprising access, recent use, and healthcare management. Unadjusted and adjusted logistic and multinomial logistic regressions were used to model the associations of multimorbidity with health information technology use.ResultsAmong adults with multimorbidity, health information technology use for specific purposes ranged from 37.8% for helping make medical decisions to 51.7% for communicating with healthcare providers. In multivariable regressions, individuals with multimorbidity were more likely to report general use of health information technology (adjusted odds ratios = 1.48, 95% confidence intervals = 1.01–2.15) and more likely to use health information technology to check test results (adjusted odds ratios = 1.85, 95% confidence intervals = 1.33–2.58) compared to adults with only one chronic condition, however, there were no significant differences in other forms of health information technology use. We also observed interactive associations of multimorbidity and age on various components of health information technology use. Compared to younger adults with multimorbidity, older adults (≥ 65 years of age) with multimorbidity were less likely to use almost all aspects of health information technology.ConclusionHealth information technology use disparities by age and multimorbidity were observed. Education and interventions are needed to promote health information technology use among older adults in general and specifically among older adults with multimorbidity.

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  • Cite Count Icon 16
  • 10.1016/j.ijmedinf.2019.05.025
Health information technology use and influenza vaccine uptake among US adults
  • May 27, 2019
  • International Journal of Medical Informatics
  • Tiffany Kindratt + 5 more

Health information technology use and influenza vaccine uptake among US adults

  • Research Article
  • 10.1200/jco.2023.41.16_suppl.e18673
Factors associated with health information technology use in adults recently diagnosed with cancer: NHIS 2012-2017.
  • Jun 1, 2023
  • Journal of Clinical Oncology
  • Shanada Monestime + 3 more

e18673 Background: Electronic health information technology (HIT) usage among U.S. adults nearly doubled between 2007 and 2014. HIT utilization has been associated with improvement in health literacy, care coordination, provider access, and quality of care. Despite the positive influence of HIT, disparities regarding its usage exist. Individuals more likely to seek cancer prevention information online are younger, Non-Hispanic White, and highly educated. While individuals diagnosed with cancer are likely to research health information online, limited attention has focused on factors associated with HIT use among adults with cancer. The purpose of this study was to identify sociodemographic, behavioral, and health factors associated with HIT use among adults recently diagnosed with cancer. Methods: A cross-sectional analysis using the National Health Interview Survey (NHIS) 2012-2017 was conducted. Adults diagnosed with cancer within 12 months of taking the survey and reported a response to all five HIT variables (using the internet for health information, scheduling an appointment, using chat rooms for health information, filling a prescription online, and emailing a medical provider) were included (N = 3136). Survey-weighted proportions and 95% confidence intervals (CIs) were estimated for all categorical variables, and survey-weighted means and 95% CIs were estimated for continuous variables. Multiple logistic regression models were used to estimate factors associated with overall and individual HIT use. Results: Among U.S. adults with cancer utilizing HIT (51%), the highest usage was looking up health information online (53.37%) and the lowest usage was seen in using online chat groups to learn about health topics (3.04%). There was a higher prevalence in Non-Hispanic Whites looking up health information on the internet and scheduling an appointment; Asians filling a prescription online; and Non-Hispanic Blacks using online chat groups. For a one-unit increase in the number of non-cancer chronic conditions, the odds of using any HIT decreased by a factor of 0.15; p-value=&lt; 0.0001. After adjusting for covariates, significant factors related to any HIT use were identified in patients that were younger; female; Asian and Non-Hispanic White; and had health insurance, higher education, and higher income. Conclusions: Adults recently diagnosed with cancer are increasingly utilizing the internet to find health information but use varies across subgroups. These data could be utilized to direct future research investigating the influence of certain types of HIT interventions on access to health care.

  • Research Article
  • Cite Count Icon 12
  • 10.2196/29990
Trends in Health Information Technology Use Among the US Population With and Without Cardiovascular Risk Factors, 2012-2018: Evidence From the National Health Interview Survey.
  • Sep 30, 2021
  • JMIR Public Health and Surveillance
  • Nikhila Gandrakota + 2 more

BackgroundThe COVID-19 pandemic has required clinicians to pivot to offering services via telehealth; however, it is unclear which patients (users of care) are equipped to use digital health. This is especially pertinent for adults managing chronic diseases, such as obesity, hypertension, and diabetes, which require regular follow-up, medication management, and self-monitoring.ObjectiveThe aim of this study is to measure the trends and assess factors affecting health information technology (HIT) use among members of the US population with and without cardiovascular risk factors.MethodsWe used serial cross-sectional data from the National Health Interview Survey for the years 2012-2018 to assess trends in HIT use among adults, stratified by age and cardiovascular risk factor status. We developed multivariate logistic regression models adjusted for age, sex, race, insurance status, marital status, geographic region, and perceived health status to assess the likelihood of HIT use among patients with and without cardiovascular disease risk factors.ResultsA total of 14,304 (44.6%) and 14,644 (58.7%) participants reported using HIT in 2012 and 2018, respectively. When comparing the rates of HIT use for the years 2012 and 2018, among participants without cardiovascular risk factors, the HIT use proportion increased from 51.1% to 65.8%; among those with one risk factor, it increased from 43.9% to 59%; and among those with more than one risk factor, it increased from 41.3% to 54.7%. Increasing trends in HIT use were highest among adults aged >65 years (annual percentage change [APC] 8.3%), who had more than one cardiovascular risk factor (APC 5%) and among those who did not graduate from high school (APC 8.8%). Likelihood of HIT use was significantly higher in individuals who were younger, female, and non-Hispanic White; had higher education and income; were married; and reported very good or excellent health status. In 2018, college graduates were 7.18 (95% CI 5.86-8.79), 6.25 (95% CI 5.02-7.78), or 7.80 (95% CI 5.87-10.36) times more likely to use HIT compared to adults without high school education among people with multiple cardiovascular risk factors, one cardiovascular risk factor, or no cardiovascular risk factors, respectively.ConclusionsOver 2012-2018, HIT use increased nationally, with greater use noted among younger and higher educated US adults. Targeted strategies are needed to engage wider age, racial, education, and socioeconomic groups by lowering barriers to HIT access and use.

  • Research Article
  • 10.21203/rs.3.rs-3491745/v1
Health information technology use among foreign-born adults of Middle Eastern and North African decent in the United States
  • Oct 26, 2023
  • Research Square
  • Alexandra Smith + 1 more

Health information technology (HIT) use among foreign-born adults of Middle Eastern and North African (MENA) descent living in America is an understudied population. They are currently categorized as “White” in the United States (US) on federal forms. The purpose was to uncover the prevalence of HIT use among MENA immigrants compared to US- and foreign-born White adults before and after adjusting for other factors. The 2011–2018 National Health Interview Survey data (n = 161,613; ages 18 + years) was analyzed. HIT uses evaluated were searching for health information, filling prescriptions, scheduling appointments, and communicating with healthcare providers via email (last 12 months). Crude and multivariable logistic regression models were used to estimate the odds of each HIT use, any HIT use, and all HIT uses before and after adjustment. The most common HIT use was looking up health information, with 46.4% of foreign-born adults of MENA, 47.8% of foreign-born White, and 51.2% of US-born White adults reporting its use (p = .0079). Foreign-born adults of MENA descent had lower odds (OR = 0.64; 95%CI = 0.56–0.74) of reporting any HIT use, but no difference in reporting all HIT uses compared to US-born White adults in adjusted models. This is the first study to explore HIT use among Americans of MENA descent. Patterns of HIT use among adults of MENA descent differ from White adults. Results contribute to growing body of literature showing the health of Americans of MENA descent differs from White Americans. A separate racial/ethnic identifier is needed to better capture HIT uses among populations of MENA descent.

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